Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 2930 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 5 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 892.9 KiB |
| Average record size in memory | 312.0 B |
Variable types
| NUM | 20 |
|---|---|
| CAT | 19 |
| Dataset has 5 (0.2%) duplicate rows | Duplicates |
MasVnrArea has 1771 (60.4%) zeros | Zeros |
BsmtFinSF1 has 930 (31.7%) zeros | Zeros |
BsmtFinSF2 has 2579 (88.0%) zeros | Zeros |
BsmtUnfSF has 244 (8.3%) zeros | Zeros |
TotalBsmtSF has 79 (2.7%) zeros | Zeros |
2ndFlrSF has 1678 (57.3%) zeros | Zeros |
Fireplaces has 1422 (48.5%) zeros | Zeros |
GarageArea has 157 (5.4%) zeros | Zeros |
WoodDeckSF has 1526 (52.1%) zeros | Zeros |
OpenPorchSF has 1300 (44.4%) zeros | Zeros |
Reproduction
| Analysis started | 2020-10-20 20:03:13.475688 |
|---|---|
| Analysis finished | 2020-10-20 20:04:29.578872 |
| Duration | 1 minute and 16.1 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
Neighborhood
Categorical
| Distinct | 28 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| NAmes | |
|---|---|
| CollgCr | |
| OldTown | |
| Edwards | |
| Somerst | |
| Other values (23) |
| Value | Count | Frequency (%) | |
| NAmes | 443 | 15.1% | |
| CollgCr | 267 | 9.1% | |
| OldTown | 239 | 8.2% | |
| Edwards | 194 | 6.6% | |
| Somerst | 182 | 6.2% | |
| NridgHt | 166 | 5.7% | |
| Gilbert | 165 | 5.6% | |
| Sawyer | 151 | 5.2% | |
| NWAmes | 131 | 4.5% | |
| SawyerW | 125 | 4.3% | |
| Other values (18) | 867 | 29.6% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.499317406 |
| Min length | 5 |
OverallQual
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.094880546 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.411026084 |
|---|---|
| Coefficient of variation (CV) | 0.2315100473 |
| Kurtosis | 0.05241244956 |
| Mean | 6.094880546 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.190633956 |
| Sum | 17858 |
| Variance | 1.990994608 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 825 | 28.2% | |
| 6 | 732 | 25.0% | |
| 7 | 602 | 20.5% | |
| 8 | 350 | 11.9% | |
| 4 | 226 | 7.7% | |
| 9 | 107 | 3.7% | |
| 3 | 40 | 1.4% | |
| 10 | 31 | 1.1% | |
| 2 | 13 | 0.4% | |
| 1 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 4 | 0.1% | |
| 2 | 13 | 0.4% | |
| 3 | 40 | 1.4% | |
| 4 | 226 | 7.7% | |
| 5 | 825 | 28.2% |
| Value | Count | Frequency (%) | |
| 10 | 31 | 1.1% | |
| 9 | 107 | 3.7% | |
| 8 | 350 | 11.9% | |
| 7 | 602 | 20.5% | |
| 6 | 732 | 25.0% |
OverallCond
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.563139932 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.11153656 |
|---|---|
| Coefficient of variation (CV) | 0.1998038111 |
| Kurtosis | 1.491449722 |
| Mean | 5.563139932 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.574429477 |
| Sum | 16300 |
| Variance | 1.235513524 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 1654 | 56.5% | |
| 6 | 533 | 18.2% | |
| 7 | 390 | 13.3% | |
| 8 | 144 | 4.9% | |
| 4 | 101 | 3.4% | |
| 3 | 50 | 1.7% | |
| 9 | 41 | 1.4% | |
| 2 | 10 | 0.3% | |
| 1 | 7 | 0.2% |
| Value | Count | Frequency (%) | |
| 1 | 7 | 0.2% | |
| 2 | 10 | 0.3% | |
| 3 | 50 | 1.7% | |
| 4 | 101 | 3.4% | |
| 5 | 1654 | 56.5% |
| Value | Count | Frequency (%) | |
| 9 | 41 | 1.4% | |
| 8 | 144 | 4.9% | |
| 7 | 390 | 13.3% | |
| 6 | 533 | 18.2% | |
| 5 | 1654 | 56.5% |
YearBuilt
Real number (ℝ≥0)
| Distinct | 118 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1971.356314 |
|---|---|
| Minimum | 1872 |
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 1872 |
|---|---|
| 5-th percentile | 1915 |
| Q1 | 1954 |
| median | 1973 |
| Q3 | 2001 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 138 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 30.24536063 |
|---|---|
| Coefficient of variation (CV) | 0.01534241193 |
| Kurtosis | -0.5017150401 |
| Mean | 1971.356314 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.6044622214 |
| Sum | 5776074 |
| Variance | 914.7818396 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2005 | 142 | 4.8% | |
| 2006 | 138 | 4.7% | |
| 2007 | 109 | 3.7% | |
| 2004 | 99 | 3.4% | |
| 2003 | 88 | 3.0% | |
| 1977 | 57 | 1.9% | |
| 1920 | 57 | 1.9% | |
| 1976 | 54 | 1.8% | |
| 1999 | 52 | 1.8% | |
| 2008 | 49 | 1.7% | |
| Other values (108) | 2085 | 71.2% |
| Value | Count | Frequency (%) | |
| 1872 | 1 | < 0.1% | |
| 1875 | 1 | < 0.1% | |
| 1879 | 1 | < 0.1% | |
| 1880 | 5 | 0.2% | |
| 1882 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2010 | 3 | 0.1% | |
| 2009 | 25 | 0.9% | |
| 2008 | 49 | 1.7% | |
| 2007 | 109 | 3.7% | |
| 2006 | 138 | 4.7% |
RoofStyle
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| Gable | |
|---|---|
| Hip | |
| Gambrel | 22 |
| Flat | 20 |
| Mansard | 11 |
| Value | Count | Frequency (%) | |
| Gable | 2321 | 79.2% | |
| Hip | 551 | 18.8% | |
| Gambrel | 22 | 0.8% | |
| Flat | 20 | 0.7% | |
| Mansard | 11 | 0.4% | |
| Shed | 5 | 0.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.637883959 |
| Min length | 3 |
Exterior1st
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| VinylSd | |
|---|---|
| MetalSd | |
| HdBoard | |
| Wd Sdng | |
| Plywood | |
| Other values (11) |
| Value | Count | Frequency (%) | |
| VinylSd | 1026 | 35.0% | |
| MetalSd | 450 | 15.4% | |
| HdBoard | 442 | 15.1% | |
| Wd Sdng | 420 | 14.3% | |
| Plywood | 221 | 7.5% | |
| CemntBd | 126 | 4.3% | |
| BrkFace | 88 | 3.0% | |
| WdShing | 56 | 1.9% | |
| AsbShng | 44 | 1.5% | |
| Stucco | 43 | 1.5% | |
| Other values (6) | 14 | 0.5% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.983276451 |
| Min length | 5 |
Exterior2nd
Categorical
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| VinylSd | |
|---|---|
| MetalSd | |
| HdBoard | |
| Wd Sdng | |
| Plywood | |
| Other values (12) |
| Value | Count | Frequency (%) | |
| VinylSd | 1015 | 34.6% | |
| MetalSd | 447 | 15.3% | |
| HdBoard | 406 | 13.9% | |
| Wd Sdng | 397 | 13.5% | |
| Plywood | 274 | 9.4% | |
| CmentBd | 126 | 4.3% | |
| Wd Shng | 81 | 2.8% | |
| BrkFace | 47 | 1.6% | |
| Stucco | 47 | 1.6% | |
| AsbShng | 38 | 1.3% | |
| Other values (7) | 52 | 1.8% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.978156997 |
| Min length | 5 |
MasVnrType
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| None | |
|---|---|
| BrkFace | |
| Stone | |
| BrkCmn | 25 |
| CBlock | 1 |
| Value | Count | Frequency (%) | |
| None | 1775 | 60.6% | |
| BrkFace | 880 | 30.0% | |
| Stone | 249 | 8.5% | |
| BrkCmn | 25 | 0.9% | |
| CBlock | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 5.003754266 |
| Min length | 4 |
| Distinct | 445 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.0969283 |
|---|---|
| Minimum | 0 |
| Maximum | 1600 |
| Zeros | 1771 |
| Zeros (%) | 60.4% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 162.75 |
| 95-th percentile | 466 |
| Maximum | 1600 |
| Range | 1600 |
| Interquartile range (IQR) | 162.75 |
Descriptive statistics
| Standard deviation | 178.6345448 |
|---|---|
| Coefficient of variation (CV) | 1.766963129 |
| Kurtosis | 9.368695949 |
| Mean | 101.0969283 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.61930513 |
| Sum | 296214 |
| Variance | 31910.30061 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 1771 | 60.4% | |
| 120 | 15 | 0.5% | |
| 176 | 13 | 0.4% | |
| 200 | 13 | 0.4% | |
| 216 | 12 | 0.4% | |
| 180 | 12 | 0.4% | |
| 144 | 11 | 0.4% | |
| 108 | 11 | 0.4% | |
| 72 | 11 | 0.4% | |
| 16 | 11 | 0.4% | |
| Other values (435) | 1050 | 35.8% |
| Value | Count | Frequency (%) | |
| 0 | 1771 | 60.4% | |
| 1 | 3 | 0.1% | |
| 3 | 1 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 14 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 1600 | 1 | < 0.1% | |
| 1378 | 1 | < 0.1% | |
| 1290 | 1 | < 0.1% | |
| 1224 | 2 | 0.1% | |
| 1170 | 1 | < 0.1% |
ExterQual
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| TA | |
|---|---|
| Gd | |
| Ex | 107 |
| Fa | 35 |
| Value | Count | Frequency (%) | |
| TA | 1799 | 61.4% | |
| Gd | 989 | 33.8% | |
| Ex | 107 | 3.7% | |
| Fa | 35 | 1.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Foundation
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| PConc | |
|---|---|
| CBlock | |
| BrkTil | |
| Slab | 49 |
| Stone | 11 |
| Value | Count | Frequency (%) | |
| PConc | 1310 | 44.7% | |
| CBlock | 1244 | 42.5% | |
| BrkTil | 311 | 10.6% | |
| Slab | 49 | 1.7% | |
| Stone | 11 | 0.4% | |
| Wood | 5 | 0.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.512286689 |
| Min length | 4 |
BsmtQual
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| TA | |
|---|---|
| Gd | |
| Ex | |
| Fa | 88 |
| Po | 2 |
| Value | Count | Frequency (%) | |
| TA | 1363 | 46.5% | |
| Gd | 1219 | 41.6% | |
| Ex | 258 | 8.8% | |
| Fa | 88 | 3.0% | |
| Po | 2 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
BsmtExposure
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| No | |
|---|---|
| Av | |
| Gd | |
| Mn |
| Value | Count | Frequency (%) | |
| No | 1989 | 67.9% | |
| Av | 418 | 14.3% | |
| Gd | 284 | 9.7% | |
| Mn | 239 | 8.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
BsmtFinType1
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| GLQ | |
|---|---|
| Unf | |
| ALQ | |
| Rec | |
| BLQ |
| Value | Count | Frequency (%) | |
| GLQ | 939 | 32.0% | |
| Unf | 851 | 29.0% | |
| ALQ | 429 | 14.6% | |
| Rec | 288 | 9.8% | |
| BLQ | 269 | 9.2% | |
| LwQ | 154 | 5.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 995 |
|---|---|
| Distinct (%) | 34.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 442.6047782 |
|---|---|
| Minimum | 0 |
| Maximum | 5644 |
| Zeros | 930 |
| Zeros (%) | 31.7% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 370 |
| Q3 | 734 |
| 95-th percentile | 1274 |
| Maximum | 5644 |
| Range | 5644 |
| Interquartile range (IQR) | 734 |
Descriptive statistics
| Standard deviation | 455.5150362 |
|---|---|
| Coefficient of variation (CV) | 1.029168818 |
| Kurtosis | 6.862784985 |
| Mean | 442.6047782 |
| Median Absolute Deviation (MAD) | 370 |
| Skewness | 1.416567236 |
| Sum | 1296832 |
| Variance | 207493.9482 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 930 | 31.7% | |
| 24 | 27 | 0.9% | |
| 16 | 14 | 0.5% | |
| 300 | 9 | 0.3% | |
| 288 | 8 | 0.3% | |
| 384 | 8 | 0.3% | |
| 20 | 8 | 0.3% | |
| 600 | 8 | 0.3% | |
| 456 | 7 | 0.2% | |
| 360 | 7 | 0.2% | |
| Other values (985) | 1904 | 65.0% |
| Value | Count | Frequency (%) | |
| 0 | 930 | 31.7% | |
| 2 | 1 | < 0.1% | |
| 16 | 14 | 0.5% | |
| 20 | 8 | 0.3% | |
| 24 | 27 | 0.9% |
| Value | Count | Frequency (%) | |
| 5644 | 1 | < 0.1% | |
| 4010 | 1 | < 0.1% | |
| 2288 | 1 | < 0.1% | |
| 2260 | 1 | < 0.1% | |
| 2257 | 1 | < 0.1% |
BsmtFinType2
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| Unf | |
|---|---|
| Rec | 106 |
| LwQ | 89 |
| BLQ | 68 |
| ALQ | 53 |
| Value | Count | Frequency (%) | |
| Unf | 2580 | 88.1% | |
| Rec | 106 | 3.6% | |
| LwQ | 89 | 3.0% | |
| BLQ | 68 | 2.3% | |
| ALQ | 53 | 1.8% | |
| GLQ | 34 | 1.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 274 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.70546075 |
|---|---|
| Minimum | 0 |
| Maximum | 1526 |
| Zeros | 2579 |
| Zeros (%) | 88.0% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 435 |
| Maximum | 1526 |
| Range | 1526 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 169.1420893 |
|---|---|
| Coefficient of variation (CV) | 3.402887464 |
| Kurtosis | 18.78928835 |
| Mean | 49.70546075 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.140793743 |
| Sum | 145637 |
| Variance | 28609.04637 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 2579 | 88.0% | |
| 294 | 5 | 0.2% | |
| 180 | 5 | 0.2% | |
| 72 | 3 | 0.1% | |
| 435 | 3 | 0.1% | |
| 483 | 3 | 0.1% | |
| 147 | 3 | 0.1% | |
| 374 | 3 | 0.1% | |
| 162 | 3 | 0.1% | |
| 182 | 3 | 0.1% | |
| Other values (264) | 320 | 10.9% |
| Value | Count | Frequency (%) | |
| 0 | 2579 | 88.0% | |
| 6 | 1 | < 0.1% | |
| 12 | 1 | < 0.1% | |
| 28 | 1 | < 0.1% | |
| 32 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1526 | 1 | < 0.1% | |
| 1474 | 1 | < 0.1% | |
| 1393 | 1 | < 0.1% | |
| 1164 | 1 | < 0.1% | |
| 1127 | 1 | < 0.1% |
| Distinct | 1137 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 559.2307167 |
|---|---|
| Minimum | 0 |
| Maximum | 2336 |
| Zeros | 244 |
| Zeros (%) | 8.3% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 219 |
| median | 466 |
| Q3 | 801.75 |
| 95-th percentile | 1473.55 |
| Maximum | 2336 |
| Range | 2336 |
| Interquartile range (IQR) | 582.75 |
Descriptive statistics
| Standard deviation | 439.4224996 |
|---|---|
| Coefficient of variation (CV) | 0.7857624527 |
| Kurtosis | 0.4108531189 |
| Mean | 559.2307167 |
| Median Absolute Deviation (MAD) | 280 |
| Skewness | 0.923403041 |
| Sum | 1638546 |
| Variance | 193092.1332 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 244 | 8.3% | |
| 384 | 19 | 0.6% | |
| 728 | 14 | 0.5% | |
| 672 | 13 | 0.4% | |
| 600 | 12 | 0.4% | |
| 216 | 11 | 0.4% | |
| 816 | 11 | 0.4% | |
| 572 | 11 | 0.4% | |
| 100 | 11 | 0.4% | |
| 270 | 10 | 0.3% | |
| Other values (1127) | 2574 | 87.8% |
| Value | Count | Frequency (%) | |
| 0 | 244 | 8.3% | |
| 14 | 1 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 17 | 1 | < 0.1% | |
| 20 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2336 | 1 | < 0.1% | |
| 2153 | 1 | < 0.1% | |
| 2140 | 1 | < 0.1% | |
| 2121 | 1 | < 0.1% | |
| 2062 | 1 | < 0.1% |
| Distinct | 1058 |
|---|---|
| Distinct (%) | 36.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1051.593515 |
|---|---|
| Minimum | 0 |
| Maximum | 6110 |
| Zeros | 79 |
| Zeros (%) | 2.7% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 453.25 |
| Q1 | 793 |
| median | 990 |
| Q3 | 1301.5 |
| 95-th percentile | 1776 |
| Maximum | 6110 |
| Range | 6110 |
| Interquartile range (IQR) | 508.5 |
Descriptive statistics
| Standard deviation | 440.5413151 |
|---|---|
| Coefficient of variation (CV) | 0.418927379 |
| Kurtosis | 9.139809725 |
| Mean | 1051.593515 |
| Median Absolute Deviation (MAD) | 236 |
| Skewness | 1.156532259 |
| Sum | 3081169 |
| Variance | 194076.6504 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 79 | 2.7% | |
| 864 | 74 | 2.5% | |
| 672 | 29 | 1.0% | |
| 912 | 26 | 0.9% | |
| 1040 | 25 | 0.9% | |
| 768 | 24 | 0.8% | |
| 816 | 23 | 0.8% | |
| 728 | 21 | 0.7% | |
| 780 | 19 | 0.6% | |
| 1008 | 19 | 0.6% | |
| Other values (1048) | 2591 | 88.4% |
| Value | Count | Frequency (%) | |
| 0 | 79 | 2.7% | |
| 105 | 1 | < 0.1% | |
| 160 | 1 | < 0.1% | |
| 173 | 1 | < 0.1% | |
| 190 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6110 | 1 | < 0.1% | |
| 5095 | 1 | < 0.1% | |
| 3206 | 1 | < 0.1% | |
| 3200 | 1 | < 0.1% | |
| 3138 | 1 | < 0.1% |
Heating
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| GasA | |
|---|---|
| GasW | 27 |
| Grav | 9 |
| Wall | 6 |
| OthW | 2 |
| Value | Count | Frequency (%) | |
| GasA | 2885 | 98.5% | |
| GasW | 27 | 0.9% | |
| Grav | 9 | 0.3% | |
| Wall | 6 | 0.2% | |
| OthW | 2 | 0.1% | |
| Floor | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.000341297 |
| Min length | 4 |
HeatingQC
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| Ex | |
|---|---|
| TA | |
| Gd | |
| Fa | 92 |
| Po | 3 |
| Value | Count | Frequency (%) | |
| Ex | 1495 | 51.0% | |
| TA | 864 | 29.5% | |
| Gd | 476 | 16.2% | |
| Fa | 92 | 3.1% | |
| Po | 3 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
1stFlrSF
Real number (ℝ≥0)
| Distinct | 1083 |
|---|---|
| Distinct (%) | 37.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1159.557679 |
|---|---|
| Minimum | 334 |
| Maximum | 5095 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 665.45 |
| Q1 | 876.25 |
| median | 1084 |
| Q3 | 1384 |
| 95-th percentile | 1829.55 |
| Maximum | 5095 |
| Range | 4761 |
| Interquartile range (IQR) | 507.75 |
Descriptive statistics
| Standard deviation | 391.8908853 |
|---|---|
| Coefficient of variation (CV) | 0.3379658402 |
| Kurtosis | 6.968808529 |
| Mean | 1159.557679 |
| Median Absolute Deviation (MAD) | 236 |
| Skewness | 1.46942864 |
| Sum | 3397504 |
| Variance | 153578.4659 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 864 | 46 | 1.6% | |
| 1040 | 28 | 1.0% | |
| 912 | 19 | 0.6% | |
| 816 | 18 | 0.6% | |
| 848 | 18 | 0.6% | |
| 960 | 18 | 0.6% | |
| 894 | 17 | 0.6% | |
| 936 | 17 | 0.6% | |
| 672 | 17 | 0.6% | |
| 546 | 15 | 0.5% | |
| Other values (1073) | 2717 | 92.7% |
| Value | Count | Frequency (%) | |
| 334 | 1 | < 0.1% | |
| 372 | 1 | < 0.1% | |
| 407 | 1 | < 0.1% | |
| 432 | 1 | < 0.1% | |
| 438 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5095 | 1 | < 0.1% | |
| 4692 | 1 | < 0.1% | |
| 3820 | 1 | < 0.1% | |
| 3228 | 1 | < 0.1% | |
| 3138 | 1 | < 0.1% |
| Distinct | 635 |
|---|---|
| Distinct (%) | 21.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 335.4559727 |
|---|---|
| Minimum | 0 |
| Maximum | 2065 |
| Zeros | 1678 |
| Zeros (%) | 57.3% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 703.75 |
| 95-th percentile | 1130.1 |
| Maximum | 2065 |
| Range | 2065 |
| Interquartile range (IQR) | 703.75 |
Descriptive statistics
| Standard deviation | 428.395715 |
|---|---|
| Coefficient of variation (CV) | 1.277054964 |
| Kurtosis | -0.4148612968 |
| Mean | 335.4559727 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8664567508 |
| Sum | 982886 |
| Variance | 183522.8886 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 1678 | 57.3% | |
| 546 | 23 | 0.8% | |
| 728 | 18 | 0.6% | |
| 504 | 17 | 0.6% | |
| 672 | 13 | 0.4% | |
| 600 | 13 | 0.4% | |
| 720 | 13 | 0.4% | |
| 896 | 11 | 0.4% | |
| 886 | 10 | 0.3% | |
| 780 | 9 | 0.3% | |
| Other values (625) | 1125 | 38.4% |
| Value | Count | Frequency (%) | |
| 0 | 1678 | 57.3% | |
| 110 | 1 | < 0.1% | |
| 125 | 1 | < 0.1% | |
| 144 | 1 | < 0.1% | |
| 167 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2065 | 1 | < 0.1% | |
| 1872 | 1 | < 0.1% | |
| 1862 | 1 | < 0.1% | |
| 1836 | 1 | < 0.1% | |
| 1818 | 1 | < 0.1% |
GrLivArea
Real number (ℝ≥0)
| Distinct | 1292 |
|---|---|
| Distinct (%) | 44.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1499.690444 |
|---|---|
| Minimum | 334 |
| Maximum | 5642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 861 |
| Q1 | 1126 |
| median | 1442 |
| Q3 | 1742.75 |
| 95-th percentile | 2463.1 |
| Maximum | 5642 |
| Range | 5308 |
| Interquartile range (IQR) | 616.75 |
Descriptive statistics
| Standard deviation | 505.5088875 |
|---|---|
| Coefficient of variation (CV) | 0.3370754875 |
| Kurtosis | 4.137838193 |
| Mean | 1499.690444 |
| Median Absolute Deviation (MAD) | 311 |
| Skewness | 1.274109716 |
| Sum | 4394093 |
| Variance | 255539.2353 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 864 | 41 | 1.4% | |
| 1092 | 26 | 0.9% | |
| 1040 | 25 | 0.9% | |
| 1456 | 20 | 0.7% | |
| 1200 | 18 | 0.6% | |
| 894 | 15 | 0.5% | |
| 912 | 14 | 0.5% | |
| 816 | 14 | 0.5% | |
| 848 | 13 | 0.4% | |
| 1728 | 13 | 0.4% | |
| Other values (1282) | 2731 | 93.2% |
| Value | Count | Frequency (%) | |
| 334 | 1 | < 0.1% | |
| 407 | 1 | < 0.1% | |
| 438 | 1 | < 0.1% | |
| 480 | 1 | < 0.1% | |
| 492 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5642 | 1 | < 0.1% | |
| 5095 | 1 | < 0.1% | |
| 4676 | 1 | < 0.1% | |
| 4476 | 1 | < 0.1% | |
| 4316 | 1 | < 0.1% |
BsmtFullBath
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 38 |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 1709 | 58.3% | |
| 1 | 1181 | 40.3% | |
| 2 | 38 | 1.3% | |
| 3 | 2 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
FullBath
Real number (ℝ≥0)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.566552901 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 12 |
| Zeros (%) | 0.4% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5529406116 |
|---|---|
| Coefficient of variation (CV) | 0.3529664471 |
| Kurtosis | -0.5414370373 |
| Mean | 1.566552901 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.1719520775 |
| Sum | 4590 |
| Variance | 0.30574332 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 1532 | 52.3% | |
| 1 | 1318 | 45.0% | |
| 3 | 64 | 2.2% | |
| 0 | 12 | 0.4% | |
| 4 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 12 | 0.4% | |
| 1 | 1318 | 45.0% | |
| 2 | 1532 | 52.3% | |
| 3 | 64 | 2.2% | |
| 4 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 4 | 0.1% | |
| 3 | 64 | 2.2% | |
| 2 | 1532 | 52.3% | |
| 1 | 1318 | 45.0% | |
| 0 | 12 | 0.4% |
HalfBath
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 25 |
| Value | Count | Frequency (%) | |
| 0 | 1843 | 62.9% | |
| 1 | 1062 | 36.2% | |
| 2 | 25 | 0.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
BedroomAbvGr
Real number (ℝ≥0)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.854266212 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros | 8 |
| Zeros (%) | 0.3% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.827731142 |
|---|---|
| Coefficient of variation (CV) | 0.2899978771 |
| Kurtosis | 1.891420659 |
| Mean | 2.854266212 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3056942114 |
| Sum | 8363 |
| Variance | 0.6851388434 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 1597 | 54.5% | |
| 2 | 743 | 25.4% | |
| 4 | 400 | 13.7% | |
| 1 | 112 | 3.8% | |
| 5 | 48 | 1.6% | |
| 6 | 21 | 0.7% | |
| 0 | 8 | 0.3% | |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 8 | 0.3% | |
| 1 | 112 | 3.8% | |
| 2 | 743 | 25.4% | |
| 3 | 1597 | 54.5% | |
| 4 | 400 | 13.7% |
| Value | Count | Frequency (%) | |
| 8 | 1 | < 0.1% | |
| 6 | 21 | 0.7% | |
| 5 | 48 | 1.6% | |
| 4 | 400 | 13.7% | |
| 3 | 1597 | 54.5% |
KitchenQual
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| TA | |
|---|---|
| Gd | |
| Ex | |
| Fa | 70 |
| Po | 1 |
| Value | Count | Frequency (%) | |
| TA | 1494 | 51.0% | |
| Gd | 1160 | 39.6% | |
| Ex | 205 | 7.0% | |
| Fa | 70 | 2.4% | |
| Po | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
TotRmsAbvGrd
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.443003413 |
|---|---|
| Minimum | 2 |
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 15 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.572964396 |
|---|---|
| Coefficient of variation (CV) | 0.2441352729 |
| Kurtosis | 1.154588179 |
| Mean | 6.443003413 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7535425619 |
| Sum | 18878 |
| Variance | 2.474216992 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6 | 844 | 28.8% | |
| 7 | 649 | 22.2% | |
| 5 | 586 | 20.0% | |
| 8 | 347 | 11.8% | |
| 4 | 203 | 6.9% | |
| 9 | 143 | 4.9% | |
| 10 | 80 | 2.7% | |
| 11 | 32 | 1.1% | |
| 3 | 26 | 0.9% | |
| 12 | 16 | 0.5% | |
| Other values (4) | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 2 | 1 | < 0.1% | |
| 3 | 26 | 0.9% | |
| 4 | 203 | 6.9% | |
| 5 | 586 | 20.0% | |
| 6 | 844 | 28.8% |
| Value | Count | Frequency (%) | |
| 15 | 1 | < 0.1% | |
| 14 | 1 | < 0.1% | |
| 13 | 1 | < 0.1% | |
| 12 | 16 | 0.5% | |
| 11 | 32 | 1.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5993174061 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 1422 |
| Zeros (%) | 48.5% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6479209166 |
|---|---|
| Coefficient of variation (CV) | 1.081098112 |
| Kurtosis | 0.1015084776 |
| Mean | 0.5993174061 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7392152012 |
| Sum | 1756 |
| Variance | 0.4198015141 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 1422 | 48.5% | |
| 1 | 1274 | 43.5% | |
| 2 | 221 | 7.5% | |
| 3 | 12 | 0.4% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 1422 | 48.5% | |
| 1 | 1274 | 43.5% | |
| 2 | 221 | 7.5% | |
| 3 | 12 | 0.4% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 1 | < 0.1% | |
| 3 | 12 | 0.4% | |
| 2 | 221 | 7.5% | |
| 1 | 1274 | 43.5% | |
| 0 | 1422 | 48.5% |
GarageType
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| Attchd | |
|---|---|
| Detchd | |
| BuiltIn | 186 |
| Basment | 36 |
| 2Types | 23 |
| Value | Count | Frequency (%) | |
| Attchd | 1888 | 64.4% | |
| Detchd | 782 | 26.7% | |
| BuiltIn | 186 | 6.3% | |
| Basment | 36 | 1.2% | |
| 2Types | 23 | 0.8% | |
| CarPort | 15 | 0.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.080887372 |
| Min length | 6 |
GarageYrBlt
Real number (ℝ≥0)
| Distinct | 103 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1978.179522 |
|---|---|
| Minimum | 1895 |
| Maximum | 2207 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 1895 |
|---|---|
| 5-th percentile | 1930 |
| Q1 | 1962 |
| median | 1979 |
| Q3 | 2001 |
| 95-th percentile | 2007 |
| Maximum | 2207 |
| Range | 312 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 24.82662017 |
|---|---|
| Coefficient of variation (CV) | 0.01255023616 |
| Kurtosis | 2.105775684 |
| Mean | 1978.179522 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | -0.4011957539 |
| Sum | 5796066 |
| Variance | 616.3610691 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1979 | 194 | 6.6% | |
| 2005 | 142 | 4.8% | |
| 2007 | 115 | 3.9% | |
| 2006 | 115 | 3.9% | |
| 2004 | 99 | 3.4% | |
| 2003 | 92 | 3.1% | |
| 1977 | 66 | 2.3% | |
| 2008 | 61 | 2.1% | |
| 1998 | 59 | 2.0% | |
| 2000 | 55 | 1.9% | |
| Other values (93) | 1932 | 65.9% |
| Value | Count | Frequency (%) | |
| 1895 | 1 | < 0.1% | |
| 1896 | 1 | < 0.1% | |
| 1900 | 6 | 0.2% | |
| 1906 | 1 | < 0.1% | |
| 1908 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2207 | 1 | < 0.1% | |
| 2010 | 5 | 0.2% | |
| 2009 | 29 | 1.0% | |
| 2008 | 61 | 2.1% | |
| 2007 | 115 | 3.9% |
GarageFinish
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| Unf | |
|---|---|
| RFn | |
| Fin |
| Value | Count | Frequency (%) | |
| Unf | 1390 | 47.4% | |
| RFn | 812 | 27.7% | |
| Fin | 728 | 24.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 603 |
|---|---|
| Distinct (%) | 20.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 472.8221843 |
|---|---|
| Minimum | 0 |
| Maximum | 1488 |
| Zeros | 157 |
| Zeros (%) | 5.4% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 320 |
| median | 480 |
| Q3 | 576 |
| 95-th percentile | 856 |
| Maximum | 1488 |
| Range | 1488 |
| Interquartile range (IQR) | 256 |
Descriptive statistics
| Standard deviation | 215.0098764 |
|---|---|
| Coefficient of variation (CV) | 0.4547372851 |
| Kurtosis | 0.9523576576 |
| Mean | 472.8221843 |
| Median Absolute Deviation (MAD) | 123 |
| Skewness | 0.242001162 |
| Sum | 1385369 |
| Variance | 46229.24696 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 157 | 5.4% | |
| 576 | 97 | 3.3% | |
| 440 | 96 | 3.3% | |
| 484 | 76 | 2.6% | |
| 240 | 69 | 2.4% | |
| 528 | 65 | 2.2% | |
| 400 | 58 | 2.0% | |
| 480 | 55 | 1.9% | |
| 264 | 51 | 1.7% | |
| 288 | 50 | 1.7% | |
| Other values (593) | 2156 | 73.6% |
| Value | Count | Frequency (%) | |
| 0 | 157 | 5.4% | |
| 100 | 1 | < 0.1% | |
| 160 | 3 | 0.1% | |
| 162 | 2 | 0.1% | |
| 164 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 1488 | 1 | < 0.1% | |
| 1418 | 1 | < 0.1% | |
| 1390 | 1 | < 0.1% | |
| 1356 | 1 | < 0.1% | |
| 1348 | 1 | < 0.1% |
| Distinct | 380 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.75187713 |
|---|---|
| Minimum | 0 |
| Maximum | 1424 |
| Zeros | 1526 |
| Zeros (%) | 52.1% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 168 |
| 95-th percentile | 327.55 |
| Maximum | 1424 |
| Range | 1424 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 126.3615619 |
|---|---|
| Coefficient of variation (CV) | 1.347829673 |
| Kurtosis | 6.753955238 |
| Mean | 93.75187713 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.842678099 |
| Sum | 274693 |
| Variance | 15967.24432 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 1526 | 52.1% | |
| 100 | 74 | 2.5% | |
| 192 | 70 | 2.4% | |
| 144 | 61 | 2.1% | |
| 168 | 56 | 1.9% | |
| 120 | 53 | 1.8% | |
| 140 | 29 | 1.0% | |
| 240 | 20 | 0.7% | |
| 224 | 19 | 0.6% | |
| 160 | 17 | 0.6% | |
| Other values (370) | 1005 | 34.3% |
| Value | Count | Frequency (%) | |
| 0 | 1526 | 52.1% | |
| 4 | 1 | < 0.1% | |
| 12 | 2 | 0.1% | |
| 14 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1424 | 1 | < 0.1% | |
| 870 | 1 | < 0.1% | |
| 857 | 1 | < 0.1% | |
| 736 | 1 | < 0.1% | |
| 728 | 1 | < 0.1% |
| Distinct | 252 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.5334471 |
|---|---|
| Minimum | 0 |
| Maximum | 742 |
| Zeros | 1300 |
| Zeros (%) | 44.4% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 27 |
| Q3 | 70 |
| 95-th percentile | 182.55 |
| Maximum | 742 |
| Range | 742 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 67.48340014 |
|---|---|
| Coefficient of variation (CV) | 1.419703477 |
| Kurtosis | 10.9543433 |
| Mean | 47.5334471 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 2.535385919 |
| Sum | 139273 |
| Variance | 4554.009294 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 1300 | 44.4% | |
| 48 | 52 | 1.8% | |
| 36 | 52 | 1.8% | |
| 40 | 44 | 1.5% | |
| 32 | 38 | 1.3% | |
| 24 | 36 | 1.2% | |
| 28 | 35 | 1.2% | |
| 20 | 33 | 1.1% | |
| 30 | 31 | 1.1% | |
| 60 | 30 | 1.0% | |
| Other values (242) | 1279 | 43.7% |
| Value | Count | Frequency (%) | |
| 0 | 1300 | 44.4% | |
| 4 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% | |
| 10 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 742 | 1 | < 0.1% | |
| 570 | 1 | < 0.1% | |
| 547 | 1 | < 0.1% | |
| 523 | 1 | < 0.1% | |
| 502 | 1 | < 0.1% |
SaleCondition
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.9 KiB |
| Normal | |
|---|---|
| Partial | |
| Abnorml | 190 |
| Family | 46 |
| Alloca | 24 |
| Value | Count | Frequency (%) | |
| Normal | 2413 | 82.4% | |
| Partial | 245 | 8.4% | |
| Abnorml | 190 | 6.5% | |
| Family | 46 | 1.6% | |
| Alloca | 24 | 0.8% | |
| AdjLand | 12 | 0.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.152559727 |
| Min length | 6 |
SalePrice
Real number (ℝ≥0)
| Distinct | 1032 |
|---|---|
| Distinct (%) | 35.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180796.0601 |
|---|---|
| Minimum | 12789 |
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 22.9 KiB |
Quantile statistics
| Minimum | 12789 |
|---|---|
| 5-th percentile | 87500 |
| Q1 | 129500 |
| median | 160000 |
| Q3 | 213500 |
| 95-th percentile | 335000 |
| Maximum | 755000 |
| Range | 742211 |
| Interquartile range (IQR) | 84000 |
Descriptive statistics
| Standard deviation | 79886.69236 |
|---|---|
| Coefficient of variation (CV) | 0.4418608034 |
| Kurtosis | 5.118899951 |
| Mean | 180796.0601 |
| Median Absolute Deviation (MAD) | 37000 |
| Skewness | 1.743500076 |
| Sum | 529732456 |
| Variance | 6381883616 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 135000 | 34 | 1.2% | |
| 140000 | 33 | 1.1% | |
| 130000 | 29 | 1.0% | |
| 155000 | 28 | 1.0% | |
| 145000 | 26 | 0.9% | |
| 160000 | 23 | 0.8% | |
| 110000 | 21 | 0.7% | |
| 185000 | 21 | 0.7% | |
| 115000 | 20 | 0.7% | |
| 170000 | 20 | 0.7% | |
| Other values (1022) | 2675 | 91.3% |
| Value | Count | Frequency (%) | |
| 12789 | 1 | < 0.1% | |
| 13100 | 1 | < 0.1% | |
| 34900 | 1 | < 0.1% | |
| 35000 | 1 | < 0.1% | |
| 35311 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 755000 | 1 | < 0.1% | |
| 745000 | 1 | < 0.1% | |
| 625000 | 1 | < 0.1% | |
| 615000 | 1 | < 0.1% | |
| 611657 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Neighborhood | OverallQual | OverallCond | YearBuilt | RoofStyle | Exterior1st | Exterior2nd | MasVnrType | MasVnrArea | ExterQual | Foundation | BsmtQual | BsmtExposure | BsmtFinType1 | BsmtFinSF1 | BsmtFinType2 | BsmtFinSF2 | BsmtUnfSF | TotalBsmtSF | Heating | HeatingQC | 1stFlrSF | 2ndFlrSF | GrLivArea | BsmtFullBath | FullBath | HalfBath | BedroomAbvGr | KitchenQual | TotRmsAbvGrd | Fireplaces | GarageType | GarageYrBlt | GarageFinish | GarageArea | WoodDeckSF | OpenPorchSF | SaleCondition | SalePrice | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NAmes | 6 | 5 | 1960 | Hip | BrkFace | Plywood | Stone | 112.0 | TA | CBlock | TA | Gd | BLQ | 639.0 | Unf | 0.0 | 441.0 | 1080.0 | GasA | Fa | 1656 | 0 | 1656 | 1.0 | 1 | 0 | 3 | TA | 7 | 2 | Attchd | 1960.0 | Fin | 528.0 | 210 | 62 | Normal | 215000 |
| 1 | NAmes | 5 | 6 | 1961 | Gable | VinylSd | VinylSd | None | 0.0 | TA | CBlock | TA | No | Rec | 468.0 | LwQ | 144.0 | 270.0 | 882.0 | GasA | TA | 896 | 0 | 896 | 0.0 | 1 | 0 | 2 | TA | 5 | 0 | Attchd | 1961.0 | Unf | 730.0 | 140 | 0 | Normal | 105000 |
| 2 | NAmes | 6 | 6 | 1958 | Hip | Wd Sdng | Wd Sdng | BrkFace | 108.0 | TA | CBlock | TA | No | ALQ | 923.0 | Unf | 0.0 | 406.0 | 1329.0 | GasA | TA | 1329 | 0 | 1329 | 0.0 | 1 | 1 | 3 | Gd | 6 | 0 | Attchd | 1958.0 | Unf | 312.0 | 393 | 36 | Normal | 172000 |
| 3 | NAmes | 7 | 5 | 1968 | Hip | BrkFace | BrkFace | None | 0.0 | Gd | CBlock | TA | No | ALQ | 1065.0 | Unf | 0.0 | 1045.0 | 2110.0 | GasA | Ex | 2110 | 0 | 2110 | 1.0 | 2 | 1 | 3 | Ex | 8 | 2 | Attchd | 1968.0 | Fin | 522.0 | 0 | 0 | Normal | 244000 |
| 4 | Gilbert | 5 | 5 | 1997 | Gable | VinylSd | VinylSd | None | 0.0 | TA | PConc | Gd | No | GLQ | 791.0 | Unf | 0.0 | 137.0 | 928.0 | GasA | Gd | 928 | 701 | 1629 | 0.0 | 2 | 1 | 3 | TA | 6 | 1 | Attchd | 1997.0 | Fin | 482.0 | 212 | 34 | Normal | 189900 |
| 5 | Gilbert | 6 | 6 | 1998 | Gable | VinylSd | VinylSd | BrkFace | 20.0 | TA | PConc | TA | No | GLQ | 602.0 | Unf | 0.0 | 324.0 | 926.0 | GasA | Ex | 926 | 678 | 1604 | 0.0 | 2 | 1 | 3 | Gd | 7 | 1 | Attchd | 1998.0 | Fin | 470.0 | 360 | 36 | Normal | 195500 |
| 6 | StoneBr | 8 | 5 | 2001 | Gable | CemntBd | CmentBd | None | 0.0 | Gd | PConc | Gd | Mn | GLQ | 616.0 | Unf | 0.0 | 722.0 | 1338.0 | GasA | Ex | 1338 | 0 | 1338 | 1.0 | 2 | 0 | 2 | Gd | 6 | 0 | Attchd | 2001.0 | Fin | 582.0 | 0 | 0 | Normal | 213500 |
| 7 | StoneBr | 8 | 5 | 1992 | Gable | HdBoard | HdBoard | None | 0.0 | Gd | PConc | Gd | No | ALQ | 263.0 | Unf | 0.0 | 1017.0 | 1280.0 | GasA | Ex | 1280 | 0 | 1280 | 0.0 | 2 | 0 | 2 | Gd | 5 | 0 | Attchd | 1992.0 | RFn | 506.0 | 0 | 82 | Normal | 191500 |
| 8 | StoneBr | 8 | 5 | 1995 | Gable | CemntBd | CmentBd | None | 0.0 | Gd | PConc | Gd | No | GLQ | 1180.0 | Unf | 0.0 | 415.0 | 1595.0 | GasA | Ex | 1616 | 0 | 1616 | 1.0 | 2 | 0 | 2 | Gd | 5 | 1 | Attchd | 1995.0 | RFn | 608.0 | 237 | 152 | Normal | 236500 |
| 9 | Gilbert | 7 | 5 | 1999 | Gable | VinylSd | VinylSd | None | 0.0 | TA | PConc | TA | No | Unf | 0.0 | Unf | 0.0 | 994.0 | 994.0 | GasA | Gd | 1028 | 776 | 1804 | 0.0 | 2 | 1 | 3 | Gd | 7 | 1 | Attchd | 1999.0 | Fin | 442.0 | 140 | 60 | Normal | 189000 |
Last rows
| Neighborhood | OverallQual | OverallCond | YearBuilt | RoofStyle | Exterior1st | Exterior2nd | MasVnrType | MasVnrArea | ExterQual | Foundation | BsmtQual | BsmtExposure | BsmtFinType1 | BsmtFinSF1 | BsmtFinType2 | BsmtFinSF2 | BsmtUnfSF | TotalBsmtSF | Heating | HeatingQC | 1stFlrSF | 2ndFlrSF | GrLivArea | BsmtFullBath | FullBath | HalfBath | BedroomAbvGr | KitchenQual | TotRmsAbvGrd | Fireplaces | GarageType | GarageYrBlt | GarageFinish | GarageArea | WoodDeckSF | OpenPorchSF | SaleCondition | SalePrice | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2920 | MeadowV | 4 | 5 | 1970 | Gable | CemntBd | CmentBd | None | 0.0 | TA | CBlock | TA | No | Rec | 252.0 | Unf | 0.0 | 294.0 | 546.0 | GasA | TA | 546 | 546 | 1092 | 0.0 | 1 | 1 | 3 | TA | 6 | 0 | CarPort | 1970.0 | Unf | 286.0 | 0 | 24 | Abnorml | 71000 |
| 2921 | Mitchel | 6 | 5 | 1976 | Gable | Plywood | Plywood | None | 0.0 | TA | CBlock | TA | Gd | Rec | 936.0 | LwQ | 396.0 | 396.0 | 1728.0 | GasA | TA | 1728 | 0 | 1728 | 0.0 | 2 | 0 | 4 | TA | 8 | 0 | Attchd | 1976.0 | Unf | 574.0 | 40 | 0 | Normal | 150900 |
| 2922 | Mitchel | 5 | 5 | 1976 | Gable | Plywood | Plywood | None | 0.0 | TA | CBlock | TA | No | ALQ | 1606.0 | Unf | 0.0 | 122.0 | 1728.0 | GasA | TA | 1728 | 0 | 1728 | 2.0 | 2 | 0 | 4 | TA | 8 | 0 | Detchd | 1976.0 | Unf | 560.0 | 0 | 0 | Family | 188000 |
| 2923 | Mitchel | 5 | 5 | 1977 | Gable | BrkFace | BrkFace | None | 0.0 | TA | CBlock | TA | No | ALQ | 936.0 | Unf | 0.0 | 190.0 | 1126.0 | GasA | Fa | 1126 | 0 | 1126 | 1.0 | 2 | 0 | 3 | TA | 5 | 1 | Attchd | 1977.0 | RFn | 484.0 | 295 | 41 | Normal | 160000 |
| 2924 | Mitchel | 5 | 7 | 1960 | Gable | VinylSd | VinylSd | None | 0.0 | TA | CBlock | TA | No | ALQ | 1224.0 | Unf | 0.0 | 0.0 | 1224.0 | GasA | Ex | 1224 | 0 | 1224 | 1.0 | 1 | 0 | 4 | TA | 7 | 1 | Detchd | 1960.0 | Unf | 576.0 | 474 | 0 | Abnorml | 131000 |
| 2925 | Mitchel | 6 | 6 | 1984 | Gable | HdBoard | HdBoard | None | 0.0 | TA | CBlock | TA | Av | GLQ | 819.0 | Unf | 0.0 | 184.0 | 1003.0 | GasA | TA | 1003 | 0 | 1003 | 1.0 | 1 | 0 | 3 | TA | 6 | 0 | Detchd | 1984.0 | Unf | 588.0 | 120 | 0 | Normal | 142500 |
| 2926 | Mitchel | 5 | 5 | 1983 | Gable | HdBoard | HdBoard | None | 0.0 | TA | CBlock | Gd | Av | BLQ | 301.0 | ALQ | 324.0 | 239.0 | 864.0 | GasA | TA | 902 | 0 | 902 | 1.0 | 1 | 0 | 2 | TA | 5 | 0 | Attchd | 1983.0 | Unf | 484.0 | 164 | 0 | Normal | 131000 |
| 2927 | Mitchel | 5 | 5 | 1992 | Gable | HdBoard | Wd Shng | None | 0.0 | TA | PConc | Gd | Av | GLQ | 337.0 | Unf | 0.0 | 575.0 | 912.0 | GasA | TA | 970 | 0 | 970 | 0.0 | 1 | 0 | 3 | TA | 6 | 0 | Attchd | 1979.0 | Unf | 0.0 | 80 | 32 | Normal | 132000 |
| 2928 | Mitchel | 5 | 5 | 1974 | Gable | HdBoard | HdBoard | None | 0.0 | TA | CBlock | Gd | Av | ALQ | 1071.0 | LwQ | 123.0 | 195.0 | 1389.0 | GasA | Gd | 1389 | 0 | 1389 | 1.0 | 1 | 0 | 2 | TA | 6 | 1 | Attchd | 1975.0 | RFn | 418.0 | 240 | 38 | Normal | 170000 |
| 2929 | Mitchel | 7 | 5 | 1993 | Gable | HdBoard | HdBoard | BrkFace | 94.0 | TA | PConc | Gd | Av | LwQ | 758.0 | Unf | 0.0 | 238.0 | 996.0 | GasA | Ex | 996 | 1004 | 2000 | 0.0 | 2 | 1 | 3 | TA | 9 | 1 | Attchd | 1993.0 | Fin | 650.0 | 190 | 48 | Normal | 188000 |
Most frequent
| Neighborhood | OverallQual | OverallCond | YearBuilt | RoofStyle | Exterior1st | Exterior2nd | MasVnrType | MasVnrArea | ExterQual | Foundation | BsmtQual | BsmtExposure | BsmtFinType1 | BsmtFinSF1 | BsmtFinType2 | BsmtFinSF2 | BsmtUnfSF | TotalBsmtSF | Heating | HeatingQC | 1stFlrSF | 2ndFlrSF | GrLivArea | BsmtFullBath | FullBath | HalfBath | BedroomAbvGr | KitchenQual | TotRmsAbvGrd | Fireplaces | GarageType | GarageYrBlt | GarageFinish | GarageArea | WoodDeckSF | OpenPorchSF | SaleCondition | SalePrice | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | SawyerW | 7 | 5 | 2000 | Hip | VinylSd | VinylSd | BrkFace | 23.0 | TA | PConc | Ex | No | GLQ | 820.0 | Unf | 0.0 | 348.0 | 1168.0 | GasA | Ex | 1168 | 1619 | 2787 | 2.0 | 4 | 2 | 6 | TA | 8 | 2 | BuiltIn | 2000.0 | Fin | 820.0 | 312 | 0 | Normal | 269500 | 3 |
| 0 | Edwards | 5 | 5 | 1987 | Gable | Plywood | Plywood | None | 0.0 | TA | CBlock | Gd | Gd | GLQ | 1200.0 | Unf | 0.0 | 0.0 | 1200.0 | GasA | TA | 1200 | 0 | 1200 | 3.0 | 3 | 0 | 3 | TA | 5 | 0 | Attchd | 1979.0 | Unf | 0.0 | 120 | 0 | Alloca | 179000 | 2 |
| 1 | NridgHt | 8 | 5 | 2006 | Gable | VinylSd | VinylSd | Stone | 108.0 | Gd | PConc | Gd | Mn | GLQ | 24.0 | Unf | 0.0 | 1530.0 | 1554.0 | GasA | Ex | 1554 | 0 | 1554 | 0.0 | 2 | 0 | 2 | Gd | 6 | 1 | Attchd | 2006.0 | RFn | 627.0 | 156 | 73 | Normal | 209500 | 2 |
| 3 | Somerst | 7 | 5 | 2007 | Gable | VinylSd | VinylSd | None | 0.0 | Gd | PConc | Gd | No | Unf | 0.0 | Unf | 0.0 | 689.0 | 689.0 | GasA | Ex | 703 | 689 | 1392 | 0.0 | 2 | 0 | 2 | Gd | 5 | 0 | Detchd | 2007.0 | Unf | 540.0 | 0 | 102 | Abnorml | 146000 | 2 |